feat(chat): semantic tool narration in blockquotes#428
Merged
serefyarar merged 6 commits intoindexnetwork:devfrom Feb 21, 2026
Merged
feat(chat): semantic tool narration in blockquotes#428serefyarar merged 6 commits intoindexnetwork:devfrom
serefyarar merged 6 commits intoindexnetwork:devfrom
Conversation
Design for improving LLM tool narration by grouping related tools under semantic blockquotes and hiding prerequisite operations.
- Replace "one tool at a time" with semantic grouping approach
- LLM now groups related tools under one blockquote
- Prerequisites (membership checks, permissions) are hidden
- Context-specific labels encouraged ("Looking up Seren" not "Reading profiles")
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Caution Review failedThe pull request is closed. 📝 WalkthroughWalkthroughA planning document was introduced outlining semantic tool narration improvements for the reasoning UI, emphasizing grouped blockquotes and context-specific language. The chat system prompt was expanded with enhanced onboarding flows, narrative examples, updated tool-narration guidance, and revised formatting rules. Changes
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Possibly related PRs
Poem
✨ Finishing Touches
🧪 Generate unit tests (beta)
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…onfirmation - Add CRITICAL section emphasizing complete_onboarding() must be called when user confirms profile - Explicitly forbid calling create_user_profile again after confirmation - Consolidate onboarding flow from 8 steps to 7 steps - Add conditional name confirmation logic for users who intro themselves
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Status: Draft - not tested yet. Manual testing required via chat interface.
Test scenarios:
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